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End of training

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  1. README.md +10 -13
  2. model.safetensors +1 -1
README.md CHANGED
@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [microsoft/swinv2-base-patch4-window12-192-22k](https://huggingface.co/microsoft/swinv2-base-patch4-window12-192-22k) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.0234
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- - Accuracy: 0.9792
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  ## Model description
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@@ -46,22 +46,19 @@ The following hyperparameters were used during training:
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  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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  - lr_scheduler_type: linear
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  - lr_scheduler_warmup_ratio: 0.1
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- - num_epochs: 10
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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- | 0.7248 | 0.99 | 36 | 0.2056 | 0.9167 |
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- | 0.2559 | 1.99 | 72 | 0.1087 | 0.9583 |
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- | 0.0924 | 2.98 | 108 | 0.0404 | 0.9792 |
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- | 0.0458 | 4.0 | 145 | 0.0026 | 1.0 |
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- | 0.0518 | 4.99 | 181 | 0.0262 | 0.9792 |
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- | 0.0358 | 5.99 | 217 | 0.0204 | 1.0 |
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- | 0.019 | 6.98 | 253 | 0.0024 | 1.0 |
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- | 0.0125 | 8.0 | 290 | 0.0057 | 1.0 |
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- | 0.0023 | 8.99 | 326 | 0.0195 | 0.9792 |
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- | 0.0049 | 9.93 | 360 | 0.0234 | 0.9792 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [microsoft/swinv2-base-patch4-window12-192-22k](https://huggingface.co/microsoft/swinv2-base-patch4-window12-192-22k) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.0088
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+ - Accuracy: 1.0
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  ## Model description
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  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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  - lr_scheduler_type: linear
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  - lr_scheduler_warmup_ratio: 0.1
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+ - num_epochs: 7
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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+ | 0.7078 | 0.99 | 36 | 0.1447 | 0.9375 |
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+ | 0.1858 | 1.99 | 72 | 0.0584 | 0.9792 |
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+ | 0.0891 | 2.98 | 108 | 0.0082 | 1.0 |
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+ | 0.0619 | 4.0 | 145 | 0.0215 | 1.0 |
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+ | 0.0252 | 4.99 | 181 | 0.0120 | 1.0 |
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+ | 0.018 | 5.99 | 217 | 0.0139 | 1.0 |
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+ | 0.0112 | 6.95 | 252 | 0.0088 | 1.0 |
 
 
 
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  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
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